Towards Distribution-aware Query Answering in Data Markets

Summary: Unified distribution-aware query answering for data markets enabling cost-effective integration of heterogeneous sources under user schemas. Join-path view discovery, get-next cost estimates, and adaptive view selection (bandit or coupon collector) for sequential sampling. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12983
Venue: VLDB
Year: 2022
Pagerank: 6.2751506e-05
Overall Rank: 5,300 | 63.64%
DOI: 10.14778/3551793.3551858

Incoming Non-self Citations Over Time

Authors

1. Abolfazl Asudeh (University of Illinois Chicago)
2. Fatemeh Nargesian (University of Rochester)

BibTeX Citation

@article{asudeh_vldb22,
        title = {{Towards Distribution-aware Query Answering in Data Markets}},
        author = {Asudeh, Abolfazl and Nargesian, Fatemeh},
        journal = {PVLDB},
        series = {{VLDB} '22},
        volume = {15},
        number = {11},
        pages = {3137--3144},
        doi = {10.14778/3551793.3551858},
        url = {https://doi.org/10.14778/3551793.3551858},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,842	Data Acquisition for Improving Model Confidence	2024	SIGMOD	5.3589295e-05
10,080	Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search	2024	VLDB	5.158939e-05
10,638	A Theoretical Framework for Distribution-Aware Dataset Search	2025	PODS	5.093636e-05
10,720	Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action	2025	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
141	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.0002964847
176	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00027191081
493	Data Integration for the Relational Web	2009	VLDB	0.00017558709
593	Wander Join: Online Aggregation via Random Walks	2016	SIGMOD	0.00016027871
779	JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes	2019	SIGMOD	0.00014092047
802	Random Sampling over Joins Revisited	2018	SIGMOD	0.00013907725
878	Table Union Search on Open Data	2018	VLDB	0.00013463374
1,055	Answering Table Queries on the Web using Column Keywords	2012	VLDB	0.00012389274
1,447	Auctus: A Dataset Search Engine for Data Discovery and Augmentation	2021	VLDB	0.00010760327
1,488	Towards Model-based Pricing for Machine Learning in a Data Marketplace	2019	SIGMOD	0.00010612416
1,495	LSH Ensemble: Internet-Scale Domain Search	2016	VLDB	0.00010571481
1,751	Sample-Driven Schema Mapping	2012	SIGMOD	9.838446e-05
2,025	Data Market Platforms: Trading Data Assets to Solve Data Problems	2020	VLDB	9.2903125e-05
2,994	Data Acquisition for Improving Machine Learning Models	2021	VLDB	7.8762343e-05
3,228	Correlation Sketches for Approximate Join-Correlation Queries	2021	SIGMOD	7.6215176e-05
3,927	Revenue Maximization for Query Pricing	2020	VLDB	7.012417e-05
5,631	Tailoring Data Source Distributions for Fairness-aware Data Integration	2021	VLDB	6.1427477e-05
5,743	Joins on Samples: A Theoretical Guide for Practitioners	2020	VLDB	6.1025457e-05
5,956	RONIN: Data Lake Exploration	2021	VLDB	6.0287066e-05
6,592	RRR: Rank-Regret Representative	2019	SIGMOD	5.830041e-05
8,132	Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy	2021	VLDB	5.481589e-05

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